EasyAmplicon: An easy‐to‐use, open‐source, reproducible, and community‐based pipeline for amplicon data analysis in microbiome research

Author:

Liu Yong‐Xin1ORCID,Chen Lei2,Ma Tengfei3ORCID,Li Xiaofang4ORCID,Zheng Maosheng5ORCID,Zhou Xin6ORCID,Chen Liang6ORCID,Qian Xubo7,Xi Jiao8ORCID,Lu Hongye9ORCID,Cao Huiluo10,Ma Xiaoya11ORCID,Bian Bian12,Zhang Pengfan13,Wu Jiqiu1415ORCID,Gan Ren‐You16,Jia Baolei17,Sun Linyang1,Ju Zhicheng1ORCID,Gao Yunyun1ORCID,Wen Tao18ORCID,Chen Tong19

Affiliation:

1. Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen Chinese Academy of Agricultural Sciences Shenzhen Guangdong China

2. Department of Vascular Surgery, Fu Xing Hospital Capital Medical University Beijing China

3. State Key Laboratory of Grassland Agro‐ecosystems, Centre for Grassland Microbiome, College of Pastoral Agricultural Science and Technology Lanzhou University Lanzhou Gansu China

4. Centre for Agricultural Resources Research, Institute of Genetics and Developmental Biology Chinese Academy of Sciences Shijiazhuang China

5. College of Environmental Science and Engineering North China Electric Power University Beijing China

6. Institute of Microbiology Chinese Academy of Sciences Beijing China

7. Department of Pediatrics, Affiliated Jinhua Hospital Zhejiang University School of Medicine Jinhua Zhejiang China

8. College of Natural Resources and Environment Northwest A&F University Yangling Shaanxi China

9. Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Clinical Research Center for Oral Diseases of Zhejiang Province, School of Stomatology, Zhejiang University School of Medicine Stomatology Hospital Hangzhou Zhejiang China

10. Department of Microbiology University of Hong Kong Hong Kong China

11. Center of Excellence in Fungal Research Mae Fah Luang University Chiang Rai Thailand

12. Graduate School of Frontier Sciences University of Tokyo Chiba Japan

13. Department of Plant‐Microbe Interactions Max Planck Institute for Plant Breeding Research Cologne Germany

14. APC Microbiome Institute University College Cork Cork Ireland

15. Department of Genetics, University Medical Center Groningen University of Groningen Groningen The Netherlands

16. Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science Technology and Research (A*STAR) Singapore Singapore

17. Department of Life Science Chung‐Ang University Seoul Republic of Korea

18. The Key Laboratory of Plant Immunity Jiangsu Provincial Key Lab for Organic Solid Waste Utilization Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, National Engineering Research Center for Organic‐Based Fertilizers Nanjing Agricultural University Nanjing China

19. National Resource Center for Chinese Materia Medica China Academy of Chinese Medical Sciences Beijing China

Abstract

AbstractIt is difficult for beginners to learn and use amplicon analysis software because there are so many software tools to choose from, and all of them need multiple steps of operation. Herein, we provide a cross‐platform, open‐source, and community‐supported analysis pipeline EasyAmplicon. EasyAmplicon has most of the modules needed for an amplicon analysis, including data quality control, merging of paired‐end reads, dereplication, clustering or denoising, chimera detection, generation of feature tables, taxonomic diversity analysis, compositional analysis, biomarker discovery, and publication‐quality visualization. EasyAmplicon includes more than 30 cross‐platform modules and R packages commonly used in the field. All steps of the pipeline are integrated into RStudio, which reduces learning costs, keeps the flexibility of the analysis process, and facilitates personalized analysis. The pipeline is maintained and updated by the authors and editors of WeChat official account “Meta‐genome.” Our team will regularly release the latest tutorials both in Chinese and English, read the feedback from users, and provide help to them in the WeChat account and GitHub. The pipeline can be deployed on various platforms, and the installation time is less than half an hour. On an ordinary laptop, the whole analysis process for dozens of samples can be completed within 3 h. The pipeline is available at GitHub (https://github.com/YongxinLiu/EasyAmplicon) and Gitee (https://gitee.com/YongxinLiu/EasyAmplicon).

Funder

Youth Innovation Promotion Association of the Chinese Academy of Sciences

National Natural Science Foundation of China

Publisher

Wiley

Subject

Microbiology,Biotechnology

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